An Iterative Process for Building Learning Curves and Predicting Relative Performance of Classifiers.

Rui Leite Pavel Brazdil

Published in: EPIA Workshops (2007)

Keyphrases

iterative process
learning curves
learning curve
average case
decision trees
objective function
training data
gaussian processes
vc dimension
support vector
random graphs
learning algorithm
theoretical analysis
machine learning algorithms
worst case
multi dimensional
training samples
learning tasks
sample complexity